Senior Software Engineer
EPAM Systems
Polska
- Praca zdalna
We are seeking a highly skilled and hands-on Senior Software Developer with expertise in C++ , AI and ML .
It is a fully remote position offering you the flexibility to work from any location in Poland, whether it's your home or one of our well-equipped offices in Gdansk, Katowice, Krakow, Lodz, Warsaw, or Wroclaw.
Develop and optimize low-level workloads and kernels to enhance the performance of software for machine learning applications Implement tensor compute and tensor data movement optimization kernels Design, develop, and maintain kernel-level software components for the client’s machine learning and HPC applications Perform in-depth analysis and optimization of low-level code, focusing on improving tensor optimization and efficiency Collaborate with machine learning engineers to integrate optimized kernels and routines into frameworks and pipelines Identify performance bottlenecks through profiling and apply strategies to resolve inefficiencies Conduct comprehensive testing, unit test development, and debugging to ensure the stability and reliability of kernel-level code Communicate and problem-solve effectively to analyze and debug complex software issues Leverage industry tools for performance profiling and optimization 3+ years of experience in relevant roles involving low-level programming and optimization Proficiency in C/C++ and low-level programming with a focus on kernel optimization Background in kernel development, including the implementation of efficient kernels and libraries for machine learning and HPC Expertise in low-level optimization techniques, specifically in tensor compute and data movement Experience with performance profiling, debugging tools, and strategies for software optimization Proven skills in kernel-level software testing, debugging, and development, ensuring efficiency and stability Understanding of machine learning pipelines and collaboration between software engineers and data scientists Strong problem-solving skills and the ability to resolve bottlenecks in performance-critical environments B2 level of English or higher, with an emphasis on technical communication skills Familiarity with machine learning frameworks and an understanding of related concepts Knowledge of operating system internals Understanding and experience with GPU programming such as CUDA or OpenCLOferta pracy dodana 12 dni temu
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